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2020 – today
- 2020
[c11]Matthias Jobst, Chen Liu, Johannes Partzsch, Yexin Yan, David Kappel, Hector A. Gonzalez, Yue Ji, Bernhard Vogginger, Christian Mayr:
Event-based Neural Network for ECG Classification with Delta Encoding and Early Stopping. EBCCSP 2020: 1-4- [c10]Florian Kelber, Binyi Wu, Bernhard Vogginger, Johannes Partzsch, Chen Liu, Marco Stolba, Christian Mayr:
Mapping Deep Neural Networks on SpiNNaker2. NICE 2020: 18:1-18:3 - [i7]Eric Müller, Sebastian Schmitt, Christian Mauch, Sebastian Billaudelle, Andreas Grübl, Maurice Güttler, Dan Husmann de Oliveira, Joscha Ilmberger, Sebastian Jeltsch, Jakob Kaiser, Johann Klähn, Mitja Kleider, Christoph Koke, José Montes, Paul Müller, Johannes Partzsch, Felix Passenberg, Hartmut Schmidt, Bernhard Vogginger, Jonas Weidner, Christian Mayr, Johannes Schemmel:
The Operating System of the Neuromorphic BrainScaleS-1 System. CoRR abs/2003.13749 (2020) - [i6]Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr:
Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi. CoRR abs/2009.08921 (2020)
2010 – 2019
- 2019
- [j3]Yexin Yan
, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert A. Legenstein, Christian Mayr:
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. IEEE Trans. Biomed. Circuits Syst. 13(3): 579-591 (2019) - [j2]Sebastian Höppner, Bernhard Vogginger, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Georg Ellguth, Love Cederstroem, Luis A. Plana, Jim D. Garside, Steve B. Furber, Christian Mayr:
Dynamic Power Management for Neuromorphic Many-Core Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(8): 2973-2986 (2019) - [i5]Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert A. Legenstein, Christian Mayr:
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. CoRR abs/1903.08500 (2019) - [i4]Sebastian Höppner, Bernhard Vogginger, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Felix Neumaerker, Stephan Hartmann, Stefan Schiefer, Georg Ellguth, Love Cederstroem, Luis A. Plana, Jim D. Garside, Steve B. Furber, Christian Mayr:
Dynamic Power Management for Neuromorphic Many-Core Systems. CoRR abs/1903.08941 (2019) - 2017
- [c9]Sebastian Schmitt, Johann Klähn, Guillaume Bellec, Andreas Grübl, Maurice Güttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Eric Müller, Paul Müller, Johannes Partzsch, Mihai A. Petrovici, Stefan Schiefer, Stefan Scholze, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert A. Legenstein, Wolfgang Maass, Christian Mayr, René Schüffny, Johannes Schemmel, Karlheinz Meier:
Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system. IJCNN 2017: 2227-2234 - [c8]Sebastian Höppner, Yexin Yan, Bernhard Vogginger, Andreas Dixius, Johannes Partzsch, Prateek Joshi, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Georg Ellguth, Love Cederstroem, Matthias Eberlein, Christian Mayr, Steve Temple, Luis A. Plana, Jim D. Garside, Simon Davidson, David R. Lester, Steve B. Furber:
Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems. ISCAS 2017: 1 - [c7]Sebastian Höppner, Yexin Yan, Bernhard Vogginger, Andreas Dixius, Johannes Partzsch, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Georg Ellguth, Love Cederstroem, Matthias Eberlein, Christian Mayr, Steve Temple, Luis A. Plana, Jim D. Garside, Simon Davidson, David R. Lester, Steve B. Furber:
Dynamic voltage and frequency scaling for neuromorphic many-core systems. ISCAS 2017: 1-4 - [c6]Mihai A. Petrovici, Sebastian Schmitt, Johann Klähn, Robert D. St. Louis, Anna Schroeder, Guillaume Bellec, Johannes Bill, Oliver Breitwieser, Ilja Bytschok, Andreas Grübl, Maurice Güttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Eric Müller, Paul Müller, Johannes Partzsch, Thomas Pfeil, Stefan Schiefer, Stefan Scholze, Anand Subramoney, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert A. Legenstein, Wolfgang Maass, René Schüffny, Christian Mayr, Johannes Schemmel, Karlheinz Meier:
Pattern representation and recognition with accelerated analog neuromorphic systems. ISCAS 2017: 1-4 - [i3]Sebastian Schmitt, Johann Klaehn, Guillaume Bellec, Andreas Grübl, Maurice Guettler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Vitali Karasenko, Mitja Kleider, Christoph Koke, Christian Mauch, Eric Müller, Paul Müller, Johannes Partzsch, Mihai A. Petrovici, Stefan Schiefer, Stefan Scholze, Bernhard Vogginger, Robert A. Legenstein, Wolfgang Maass, Christian Mayr, Johannes Schemmel, Karlheinz Meier:
Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System. CoRR abs/1703.01909 (2017) - [i2]Mihai A. Petrovici, Sebastian Schmitt, Johann Klähn, David Stöckel, Anna Schroeder, Guillaume Bellec, Johannes Bill, Oliver Breitwieser, Ilja Bytschok, Andreas Grübl, Maurice Güttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Paul Müller, Johannes Partzsch, Thomas Pfeil, Stefan Schiefer, Stefan Scholze, Anand Subramoney, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert A. Legenstein, Wolfgang Maass, René Schüffny, Christian Mayr, Johannes Schemmel, Karlheinz Meier:
Pattern representation and recognition with accelerated analog neuromorphic systems. CoRR abs/1703.06043 (2017) - 2014
- [c5]Vasilis N. Thanasoulis, Johannes Partzsch, Bernhard Vogginger, René Schüffny:
Configurable pulse routing architecture for accelerated multi-node neuromorphic systems. ICECS 2014: 738-741 - [c4]Vasilis N. Thanasoulis, Bernhard Vogginger, Johannes Partzsch, René Schüffny:
A pulse communication flow ready for accelerated neuromorphic experiments. ISCAS 2014: 265-268 - [i1]Mihai A. Petrovici, Bernhard Vogginger, Paul Müller, Oliver Breitwieser, Mikael Lundqvist, Lyle Muller, Matthias Ehrlich, Alain Destexhe, Anders Lansner, René Schüffny, Johannes Schemmel, Karlheinz Meier:
Bridging the gap between software simulation and emulation on neuromorphic hardware: An investigation of causes, effects and compensation of network-level anomalies in a mixed-signal waferscale neuromorphic modeling platform. CoRR abs/1404.7514 (2014) - 2013
- [c3]Johannes Partzsch, Christian Mayr, Bernhard Vogginger, René Schüffny, Alexander D. Rast, Luis A. Plana, Steve B. Furber:
Live demonstration: Ethernet communication linking two large-scale neuromorphic systems. ECCTD 2013: 1 - 2012
- [c2]Vasilis N. Thanasoulis, Johannes Partzsch, Bernhard Vogginger, Christian Mayr, René Schüffny:
Long-term pulse stimulation and recording in an accelerated neuromorphic system. ICECS 2012: 590-592 - 2011
- [j1]Daniel Brüderle, Mihai A. Petrovici, Bernhard Vogginger, Matthias Ehrlich, Thomas Pfeil, Sebastian Millner, Andreas Grübl, Karsten Wendt, Eric Müller, Marc-Olivier Schwartz, Dan Husmann de Oliveira, Sebastian Jeltsch, Johannes Fieres, Moritz Schilling, Paul Müller, Oliver Breitwieser, Venelin Petkov, Lyle Muller, Andrew P. Davison, Pradeep Krishnamurthy, Jens Kremkow, Mikael Lundqvist, Eilif Mueller, Johannes Partzsch, Stefan Scholze, Lukas Zühl, Christian Mayr, Alain Destexhe, Markus Diesmann, Tobias C. Potjans, Anders Lansner, René Schüffny, Johannes Schemmel, Karlheinz Meier:
A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems. Biol. Cybern. 104(4-5): 263-296 (2011) - 2010
- [c1]Matthias Ehrlich, Karsten Wendt, Lukas Zühl, René Schüffny, Daniel Brüderle, Eric Müller, Bernhard Vogginger:
A Software Framework for Mapping Neural Networks to a Wafer-scale Neuromorphic Hardware System. ANNIIP 2010: 43-52
Coauthor Index
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